We analyze the optimal stock-bond portfolio under both learning and ambiguity aversion. Stock returns are predictable … is ambiguity-averse and has a preference for investment strategies that are robust to model misspecifications. We derive … a closed-form solution for the optimal robust investment strategy. We find that both learning and ambiguity aversion …